{"id":"https://openalex.org/W2161577377","doi":"https://doi.org/10.1109/tsp.2011.2151190","title":"On MMSE and MAP Denoising Under Sparse Representation Modeling Over a Unitary Dictionary","display_name":"On MMSE and MAP Denoising Under Sparse Representation Modeling Over a Unitary Dictionary","publication_year":2011,"publication_date":"2011-05-09","ids":{"openalex":"https://openalex.org/W2161577377","doi":"https://doi.org/10.1109/tsp.2011.2151190","mag":"2161577377"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2011.2151190","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2011.2151190","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1003.3984","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025310174","display_name":"Javier S. Turek","orcid":"https://orcid.org/0000-0003-4027-1529"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Javier S. Turek","raw_affiliation_strings":["Department of Computer Science [Haifa] (Taub Building, Technion Israel Institute of Technology, Haifa 32000 - Israel)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science [Haifa] (Taub Building, Technion Israel Institute of Technology, Haifa 32000 - Israel)","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072314269","display_name":"Irad Yavneh","orcid":null},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Irad Yavneh","raw_affiliation_strings":["Department of Computer Science [Haifa] (Taub Building, Technion Israel Institute of Technology, Haifa 32000 - Israel)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science [Haifa] (Taub Building, Technion Israel Institute of Technology, Haifa 32000 - Israel)","institution_ids":["https://openalex.org/I174306211"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020279598","display_name":"Michael Elad","orcid":"https://orcid.org/0000-0001-8131-6928"},"institutions":[{"id":"https://openalex.org/I174306211","display_name":"Technion \u2013 Israel Institute of Technology","ror":"https://ror.org/03qryx823","country_code":"IL","type":"education","lineage":["https://openalex.org/I174306211"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Michael Elad","raw_affiliation_strings":["Department of Computer Science [Haifa] (Taub Building, Technion Israel Institute of Technology, Haifa 32000 - Israel)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science [Haifa] (Taub Building, Technion Israel Institute of Technology, Haifa 32000 - Israel)","institution_ids":["https://openalex.org/I174306211"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I174306211"],"apc_list":null,"apc_paid":null,"fwci":4.3952,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.94875766,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"59","issue":"8","first_page":"3526","last_page":"3535"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/minimum-mean-square-error","display_name":"Minimum mean square error","score":0.6848011016845703},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.6773712635040283},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6041421294212341},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.5586907863616943},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5364053845405579},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5350768566131592},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5194244384765625},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.45735469460487366},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43493539094924927},{"id":"https://openalex.org/keywords/oracle","display_name":"Oracle","score":0.4245024025440216},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3133065104484558},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2625398635864258}],"concepts":[{"id":"https://openalex.org/C90652560","wikidata":"https://www.wikidata.org/wiki/Q11091747","display_name":"Minimum mean square error","level":3,"score":0.6848011016845703},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6773712635040283},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6041421294212341},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.5586907863616943},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5364053845405579},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5350768566131592},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5194244384765625},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.45735469460487366},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43493539094924927},{"id":"https://openalex.org/C55166926","wikidata":"https://www.wikidata.org/wiki/Q2892946","display_name":"Oracle","level":2,"score":0.4245024025440216},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3133065104484558},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2625398635864258},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tsp.2011.2151190","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2011.2151190","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1003.3984","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1003.3984","pdf_url":"https://arxiv.org/pdf/1003.3984","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:HAL:hal-00474157v1","is_oa":false,"landing_page_url":"https://hal.science/hal-00474157","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2010","raw_type":"info:eu-repo/semantics/preprint"},{"id":"pmh:oai:HAL:hal-00700284v1","is_oa":false,"landing_page_url":"https://inria.hal.science/hal-00700284","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Signal Processing, 2011, 59 (8), pp.3526 -3535. ⟨10.1109/TSP.2011.2151190⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1003.3984","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1003.3984","pdf_url":"https://arxiv.org/pdf/1003.3984","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W250076511","https://openalex.org/W1502971152","https://openalex.org/W1520675313","https://openalex.org/W1905397622","https://openalex.org/W1965392255","https://openalex.org/W1973214845","https://openalex.org/W1976709621","https://openalex.org/W1986931325","https://openalex.org/W2028781966","https://openalex.org/W2031839259","https://openalex.org/W2034260606","https://openalex.org/W2037083183","https://openalex.org/W2062024414","https://openalex.org/W2078204800","https://openalex.org/W2083394664","https://openalex.org/W2098704159","https://openalex.org/W2104717155","https://openalex.org/W2104783034","https://openalex.org/W2111782801","https://openalex.org/W2116581043","https://openalex.org/W2124335859","https://openalex.org/W2140667604","https://openalex.org/W2149925139","https://openalex.org/W2151693816","https://openalex.org/W2158940042","https://openalex.org/W2161577377","https://openalex.org/W2161991491","https://openalex.org/W3099718522","https://openalex.org/W3105340263","https://openalex.org/W4214806317","https://openalex.org/W4233159434","https://openalex.org/W4255272544","https://openalex.org/W6629985567"],"related_works":["https://openalex.org/W2073713056","https://openalex.org/W3110702597","https://openalex.org/W2078761926","https://openalex.org/W2110441383","https://openalex.org/W2075897667","https://openalex.org/W2369564042","https://openalex.org/W2907746047","https://openalex.org/W3125536267","https://openalex.org/W2126683262","https://openalex.org/W2274645452"],"abstract_inverted_index":{"29":[0],"pages,":[1],"10":[2],"figures":[3]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}